Counterpoint Global Insights
Categorizing for Clarity
Cash Flow Statement Adjustments to Improve Insight
Investing
CONSILIENT OBSERVER | October 6, 2021
Introduction
You can think about a business using some simple ideas. A
company spends money on investments that are expected to
generate good returns relative to the capital’s opportunity cost. It
then sells a good or service to customers that generates revenues
and incurs expenses. The difference between revenues and costs
is operating income, and after financing costs and taxes a company
is left with net income. When income exceeds investments, the
company generates cash that it can return to the capital providers.
When investments exceed income, the company has to raise
capital, usually by issuing debt or equity.
The objective of financial statements is to help investors, creditors,
and other interested parties understand the business. Financial
statements are intended to be relevant and to have predictive
value.
1
In standard finance, discounted cash flow (DCF) models
are based on free cash flow, the difference between net operating
profit after taxes (NOPAT) and investment in future growth. The
analyst projects cash flows and then discounts them to estimate
today’s value.
Public companies are required to disclose an income statement, a
balance sheet, and a statement of cash flows. The income
statement starts with revenue and shows the costs and expenses
that lead to net income for a given period. The balance sheet
provides a snapshot of a company’s assets as well as the liabilities
and equity used to finance them.
The statement of cash flows classifies cash inflows and cash
outflows into three categories: cash flow from operating activities,
cash flow from investing activities, and cash flow from financing
activities. The sum of the three categories reconciles a company’s
cash and cash equivalents from one period to the next. The
statement of cash flows is a relatively recent accounting statement,
having been required in its current form only since 1988.
2
AUTHORS
Michael J. Mauboussin
michael.mauboussi[email protected]om
Dan Callahan, CFA
dan.callahan1@morganstanley.com
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2
Most financial statement analysis is focused on the income statement and balance sheet, and the statement of
cash flows is often treated as “an after-thought.”
3
But the statement of cash flows appears to match the basic
activities of a business. Cash flow from investing activities tells you how much money the company spent to
generate future growth. Cash flow from operating activities goes beyond net income to reveal the cash in and
out associated with activities based on the customer. And cash flow from financing reveals how the company
addresses gaps between the cash flows associated with investments and operations.
A company is in a position to return cash to capital providers when the operations generate more cash than
investment needs. When investment needs exceed cash from the operations, the company must raise capital
to plug the gap. To be clear, negative free cash flow is not only fine but desirable when the return on investment
is attractive.
4
The point of this report is that today’s accounting creates a huge gap between financial statements and what an
investor needs to understand a business. This is despite the conceptual match between categories on the
statement of cash flows and how businesses work.
We will show how moving certain items from one category to another improves relevance without affecting the
essential task of cash reconciliation.
5
A clearer understanding of the cash in, cash out, and financing activities
provides relevance and predictive value beyond the current standards. This analysis is important because an
accurate measure of the magnitude of investment and profitability is essential to understanding the business.
We use Amazon as our case study, but the analysis is relevant for nearly all companies. We limit the discussion
to historical numbers to illustrate the concepts without implying anything about future results or the stock price.
The main takeaway is that Amazon’s cash flow from operating activities and cash flow from investing activities
are both substantially higher than what the company reports based on accepted accounting principles.
The definition of free cash flow that investors and companies commonly use is cash from operating activities
minus capital expenditures.
6
This is inconsistent with finance theory and can be a very misleading heuristic. To
Amazon’s credit, they provide multiple definitions of free cash flow. The company starts with the popular one but
includes alternative calculations that better reflect the magnitude of investment. Our adjustments do not change
a company’s free cash flow, properly defined, but do change the composition.
7
Adjustments to Improve Insight
We suggest moving the location of stock-based compensation (SBC), leases, and intangible investments within
the statement of cash flow. Removing the purchases and sales of marketable securities from investing activities
may also be appropriate.
Stock-based compensation. Using equity to pay employees is relatively new. As recently as the mid-1980s,
fewer than one-half of the chief executive officers (CEOs) of publicly-traded companies in the United States were
paid in stock or stock options. By 2000, equity was about two-thirds of the median annual pay for CEOs.
8
We
can attribute this large shift to a number of factors. First, the median percentage direct ownership of stock by
CEOs of the top 120 public companies in the U.S. was 8 times higher in 1938 than it was in 1988. The amount
of skin in the game for CEOs had been trending lower for decades.
9
A vibrant market for corporate control arose in the 1980s, encouraging many boards to try to reduce agency
costs by aligning the interests of executives and shareholders. Paying with equity helped with this alignment.
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But there is an essential distinction between incentive compensation, where pay is linked to performance, and
equity compensation as a pay delivery mechanism.
Another factor behind the increase in SBC was the rising stock market in the 1990s. For example, for the 10
years ended in 1997, total shareholder returns were positive for each of the top 100 companies in the U.S. That
means that all CEOs who had SBC made money, even if their relative performance was poor.
10
Finally, for a long time SBC did not show up as an expense on the income statement. Not until 2006 was
expensing compulsory under U.S. generally accepted accounting principles (GAAP). The details of employee
stock options were disclosed in the footnotes, but that an obvious expense was not included in the calculation
of earnings encouraged their profligate use.
The Financial Accounting Standards Board (FASB) clearly believed that employee stock options were a cost
that should be on the income statement. But accounting firms and companies, especially in the technology
industry, lobbied heavily against including the expense. The misguided reasoning was that lower earnings would
translate into lower stock prices. Dennis Beresford, then chairman of the FASB, recalls: “People said to me, ‘If
we have to record a reduction in income by 40%, our stock will go down by 40%, our options will be worthless,
we won't be able to keep employees. It would destroy all American business and Western civilization.’”
11
Academic research shows that these concerns came to naught.
12
But even as the issue of expensing SBC on the income statement has long been resolved, accountants still add
back SBC expense in the calculation of cash flow from operations. SBC is a legitimate expense that should not
be reversed.
13
Small companies, which generally have fewer financial resources than large ones do, rely heavily
on SBC. Employees provide both a source of financing and a service.
Exhibit 1 shows SBC as a percentage of sales for companies in the Russell 1000 Index based on size. The
index is the top thousand companies in the U.S. measured by market capitalization. The ratio of SBC to sales is
about 15 percent for the smallest companies and declines steadily to about 1 percent for the largest companies.
Further, SBC is strongly correlated with intangible investment.
14
Exhibit 1: Stock-Based Compensation as a Percentage of Sales by Size, Russell 1000, 2020
Source: FactSet.
Note: Russell 1000 as of 12/31/20; Data for calendar year 2020; Companies with minimum sales of $10 million.
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You can think of SBC as one number that reflects two transactions.
15
The company first sells shares (financing)
and then uses the proceeds to pay employees (compensation for service). Combine these ideas and it makes
sense to move SBC from the cash flow from operating activities section to the cash flow from financing activities
section. This portrays the cash flow statement more accurately.
Amazon’s SBC was $9.2 billion in 2020, or 14 percent of its cash flow from operating activities and 30 percent
of its primary measure of free cash flow, cash flow from operating activities minus net purchases of property and
equipment. Reclassifying their SBC reduces that measure of free cash flow from $31.0 billion to $21.8 billion.
Exhibit 2 shows median and aggregate SBC as a percentage of cash flow from operating activities for sectors
in the Russell 1000. SBC was most significant for technology companies. For this sector, the median ratio of
SBC to cash flow from operating activities was 25 percent and the aggregate was 15 percent.
Exhibit 2: Median and Aggregate Stock-Based Compensation Relative to Cash Flow from
Operating Activities for Sectors, Russell 1000, 2020
Sector
Median
Aggregate
Information Technology
25.0%
14.7%
Health Care
8.1%
6.4%
Consumer Discretionary
5.1%
8.2%
Industrials
4.7%
8.0%
Energy
4.5%
5.2%
Consumer Staples
3.4%
3.5%
Telecommunication Services
3.1%
4.4%
Materials
2.9%
2.6%
Utilities
1.6%
2.0%
Total
5.7%
8.6%
Source: FactSet.
Note: Russell 1000 excluding financial and real estate sectors as of 12/31/20; Data for calendar year 2020.
This discussion has no bearing on the merits of SBC. Using stock for compensation can make sense because
it provides a source of capital and aligns the interests of employees and shareholders. The crucial point is to
think of SBC properly in the context of how a business creates value.
Leases. A company that invests in a physical asset can generally buy it or lease it. A lease is a contract by
which the lessor agrees to allow the lessee the use of an asset for a specific period in return for a periodic
payment. For example, say you are at an airline and are in charge of acquiring aircraft. You would analyze the
pros and cons of a purchase versus a lease and select the one that makes the most sense financially. Airlines
in fact buy and lease, as do many companies making the investments required to create value.
Investors need to understand the magnitude of investment. The problem is that the assets a company purchases
show up in cash flow from investing activities, while assets that are leased are reflected in cash flow from
financing activities. The adjustment here is to move the property and equipment acquired with leases into the
section that captures cash flow from investing activities.
For Amazon, $10.7 billion moves from the financing to the investing category, taking the company’s cash flow
from investing activities from an outflow of $59.6 billion to an outflow of $70.3 billion, an 18 percent increase. It
also reduces the company’s secondary definition of free cash flow, cash flow from operating activities minus net
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purchases of property and equipment less principal repayments of finance leases and financing obligations, from
$31.0 billion to $20.3 billion. Remove the SBC addback and free cash flow drops to $11.1 billion.
To be clear, Amazon adheres to all accounting standards and provides this modified definition of free cash flow.
They specifically disclose that, “In this measure [of free cash flow], property and equipment acquired under
capital leases is reflected as if these assets had been purchased for cash.”
16
While we focus here on capturing the large adjustment from the financing to the investing sections, further
modifications are necessary to properly calculate net operating profit after taxes in order to build an unlevered
discounted cash flow model.
17
Intangible Investments. The most significant adjustment deals with intangible investments. An investment is
an outlay today with the expectation of an attractive return based on the present value of future cash flows. Until
the 1990s, tangible investments exceeded intangible ones. Further, the basic structure of financial statements
was developed to reflect a world of tangible assets and has not changed much in a century.
18
Companies now invest much more in intangible assets than in tangible assets.
19
Intangible assets are not
physical and include employee training, brand building, and software code. Tangible assets are physical, such
as factories, airplanes, and machines. We estimate that companies in the Russell 3000 made $1.8 trillion in
intangible investments in 2020 and spent $900 billion on capital expenditures.
20
Accountants record most intangible investments on the income statement. The essential adjustment is to move
intangible investment from cash flow from operating activities, where it is hidden, to cash flow from investing
activities.
The analytical challenge is to separate selling, general, and administrative (SG&A) expenses into what is an
investment and what is necessary to maintain the business. In recent years, academics have developed
techniques to do this. The split between discretionary and maintenance SG&A spending is different based on
the industry and the company.
21
We use these techniques to estimate Amazon’s investment in intangible assets. We assume that fulfillment
costs, about 45 percent of total SG&A, are linked to current sales and hence have no investment component.
These are predominately the expenses to operate fulfillment centers, stores, and customer service centers.
Estimating intangible investment for the remaining SG&A requires two significant assumptions: the percentage
of an expense item that is deemed an investment and the appropriate amortization period. We designate three-
quarters of technology and content expense, one-half of marketing expense, and one-fifth of general and
administrative expense as investment in intangible assets. This suggests that 62 percent of eligible SG&A, and
34 percent of total SG&A, are discretionary investments. Exhibit 3 shows the relevant components of SG&A in
2020 multiplied by the percent allocated to intangible investment.
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Exhibit 3: Estimate of Amazon’s Intangible Investments, 2020
Item
Amount
Percent
Allocated to
Intangible
Intangible
Investment
Technology and content
$42.7 billion
75%
$32.1 billion
Marketing
22.0
50
11.0
General and administrative
6.7
20
1.3
Total
$71.4 billion
$44.4 billion
Source: Amazon.com and Counterpoint Global estimates.
We assume a useful life of five years for investments in technology and content and three years for investments
in marketing and general and administrative. We create a schedule to capitalize and amortize these estimates
through time. The amortization of past intangibles in 2020 equaled $25.4 billion.
The adjustment to cash flow from operating activities is in two parts. First, net income increases by $19.0 billion,
the $44.4 billion of intangible investment minus the $25.4 billion in amortization. Second, depreciation and
amortization rises by $25.4 billion. The sum of $19.0 billion and $25.4 billion is $44.4 billion, the figure we want
to reflect in cash flow from operating activities and cash flow from investing activities. Exhibit 4 summarizes the
net result of these category changes.
Exhibit 4: Summary of Category Changes for Amazon, 2020
Cash Flow from:
Operating
Activities
Investing
Activities
Financing
Activities
Reported total
$66.1 billion
-$59.6 billion
-$1.1 billion
Stock-based compensation
-9.2
9.2
Leases
-10.7
10.7
Intangible investments
44.4
-44.4
Adjusted total
$101.2 billion
-$114.7 billion
$18.8 billion
Source: Amazon.com and Counterpoint Global estimates and adjustments.
Cash flow from operating activities increases 53 percent, from $66.1 billion to $101.2 billion. Adding intangible
investment net of amortization results in a near doubling of net income, from $21.3 billion to $40.3 billion.
Cash flow from investing activities goes from an outflow of $59.6 billion to an outflow of $114.7 billion. This is an
essential insight for an investor who is trying to get a clear sense of the magnitude of investment in order to
make an intelligent forecast about future profits.
Cash flow from financing activities goes from -$1.1 billion to $18.8 billion, suggesting the company raised capital
to finance its operations. Note that the sum of the three sections is identical whether you use the as reported or
the adjusted figures. Exhibit 5 summarizes the statement of cash flows before and after the adjustments.
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Exhibit 5: Summary of Adjustments to Amazon’s Statement of Cash Flows
As Reported With Adjustments
Source: Amazon.com, Form 10-K, December 31, 2020, Counterpoint Global estimates and adjustments.
Note: *D&A=depreciation and amortization.
In millions of U.S. dollars 2020 In millions of U.S. dollars 2020
Operating Activities Operating Activities
Net income 21,331 Net income 21,331
Intangible investment 44,393
Amortization of intangible investment (25,410)
Adjusted net income 40,314
Adjustments to reconcile net income to net cash from
operating activities
Adjustments to reconcile net income to net cash from
operating activities
D&A* of property and equipment and capitalized
content costs, operating lease assets, and other
25,251
D&A* of property and equipment and capitalized
content costs, operating lease assets, and other
25,251
Amortization of intangible investment 25,410
Stock-based compensation 9,208
Other operating expense (income), net (71) Other operating expense (income), net (71)
Other expense (income), net (2,582) Other expense (income), net (2,582)
Deferred income taxes (554) Deferred income taxes (554)
Changes in operating assets and liabilities Changes in operating assets and liabilities
Inventories (2,849) Inventories (2,849)
Accounts receivable, net and other (8,169) Accounts receivable, net and other (8,169)
Accounts payable 17,480 Accounts payable 17,480
Accrued expenses and other 5,754 Accrued expenses and other 5,754
Unearned revenue 1,265 Unearned revenue 1,265
Net cash provided by (used in) operating activities 66,064 Net cash provided by (used in) operating activities 101,249
Investing Activities Investing Activities
Purchases of property and equipment (40,140) Purchases of property and equipment (40,140)
Proceeds from property and equipment sales and
incentives
5,096
Proceeds from property and equipment sales and
incentives
5,096
Principal repayments of finance leases (10,642)
Principal repayments of financing obligations (53)
Acquisitions, net of cash acquired, and other (2,325) Acquisitions, net of cash acquired, and other (2,325)
Sales and maturities of marketable securities 50,237 Sales and maturities of marketable securities 50,237
Purchases of marketable securities (72,479) Purchases of marketable securities (72,479)
Intangible investment (44,393)
Net cash provided by (used in) in investing activities (59,611) Net cash provided by (used in) in investing activities (114,699)
Financing Activities Financing Activities
Proceeds from short-term debt, and other 6,796 Proceeds from short-term debt, and other 6,796
Repayments of short-term debt, and other (6,177) Repayments of short-term debt, and other (6,177)
Proceeds from long-term debt 10,525 Proceeds from long-term debt 10,525
Repayments of long-term debt (1,553) Repayments of long-term debt (1,553)
Principal repayments of finance leases (10,642)
Principal repayments of financing obligations (53)
Stock-based compensation 9,208
Net cash provided by (used in) financing activities (1,104) Net cash provided by (used in) financing activities 18,799
Foreign-currency effect on cash and cash equivalents 618 Foreign-currency effect on cash and cash equivalents 618
Net increase (decrease) in cash and cash equivalents 5,967 Net increase (decrease) in cash and cash equivalents 5,967
Cash, cash equivalents, and restricted cash, beginning
of period
36,410
Cash, cash equivalents, and restricted cash, beginning
of period
36,410
Cash, cash equivalents, and restricted cash, end of
period
42,377
Cash, cash equivalents, and restricted cash, end of
period
42,377
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Marketable securities. The Statement of Financial Accounting Standards No. 95 specifies where particular
cash receipts and cash payments are classified within the statement of cash flows. It notes that cash outflows
from investing activities include payments “to acquire debt instruments of other entities (other than cash
equivalents)” and “to acquire equity instruments of other enterprises.”
22
The standard also says that a “statement of cash flows shall explain the change during the period in cash and
cash equivalentswhere cash equivalents are “short-term, highly liquid investmentswith original maturities of
three months or less.
The analytical question is whether Amazon’s marketable securities should be treated as a cash equivalent. This
issue is also relevant for other large companies that are rich in cash. The reasoning is that marketable securities
are straightforward to value, non-essential to operations, and designated as current assets, which means they
are expected to be converted to cash within a year.
An analyst who concludes that marketable securities and cash are equivalent can remove the purchases and
sales of marketable securities from the cash flows from investing activities. The statement of cash flows would
then explain the change during the period to reconcile cash, cash equivalents, and marketable securities.
Exhibit 6 shows this additional adjustment for Amazon. As compared to exhibit 5, adjusted cash flow from
operating activities is unchanged at $101.2 billion as is the adjusted cash flow from financing activities of $18.8
billion. But now the revised cash flow from investing activities goes from an adjusted -$114.7 billion to -$92.5
billion. This is the result of reclassifying the net purchase of $22.2 billion of marketable securities in 2020 as a
component of the change in cash, cash equivalents, and marketable securities.
We believe that this adjustment is more open to debate than the other ones but makes sense for certain
businesses, including Amazon.
Impact on Traditional Multiples
Free cash flow, properly defined as net operating profit after taxes (NOPAT) minus investment in future growth
(I). NOPAT and I are both appropriately adjusted up by $19.0 billion. Free cash flow is unchanged, but the path
to get there is markedly different than without the adjustments.
While free cash flow is unaffected, traditional measures of income change dramatically. As a result, common
valuation methods based on multiples can be very misleading. One example is enterprise value-to-earnings
before interest, taxes, depreciation, and amortization (EV/EBITDA). Enterprise value is the sum of the market
value of the company’s debt and equity minus excess cash. At year-end 2020, Amazon’s enterprise value was
just under $1.7 trillion and its 2020 EBITDA was $48.2 billion, for an EV/EBITDA multiple of 35.0.
These adjustments add $44.4 billion to EBITDA ($19.0 billion to EBIT and $25.4 billion to DA), more than a 90
percent increase from the unmodified sum. As a result, the EV/EBITDA multiple falls to 18.2. If these adjustments
make economic sense, the EV/EBITDA multiple is off by a factor of nearly two.
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Exhibit 6: Summary of Adjustments to Amazon’s Statement of Cash Flows, Including Treating
Marketable Securities as Cash and Cash Equivalents
As Reported With Adjustments
Source: Amazon.com, Form 10-K, December 31, 2020; Counterpoint Global estimates and adjustments.
Note: *D&A=depreciation and amortization.
In millions of U.S. dollars 2020 In millions of U.S. dollars 2020
Operating Activities Operating Activities
Net income 21,331 Net income 21,331
Intangible investment 44,393
Amortization of intangible investment (25,410)
Adjusted net income 40,314
Adjustments to reconcile net income to net cash from
operating activities
Adjustments to reconcile net income to net cash from
operating activities
D&A* of property and equipment and capitalized
content costs, operating lease assets, and other
25,251
D&A* of property and equipment and capitalized
content costs, operating lease assets, and other
25,251
Amortization of intangible investment 25,410
Stock-based compensation 9,208
Other operating expense (income), net (71) Other operating expense (income), net (71)
Other expense (income), net (2,582) Other expense (income), net (2,582)
Deferred income taxes (554) Deferred income taxes (554)
Changes in operating assets and liabilities Changes in operating assets and liabilities
Inventories (2,849) Inventories (2,849)
Accounts receivable, net and other (8,169) Accounts receivable, net and other (8,169)
Accounts payable 17,480 Accounts payable 17,480
Accrued expenses and other 5,754 Accrued expenses and other 5,754
Unearned revenue 1,265 Unearned revenue 1,265
Net cash provided by (used in) operating activities 66,064 Net cash provided by (used in) operating activities 101,249
Investing Activities Investing Activities
Purchases of property and equipment (40,140) Purchases of property and equipment (40,140)
Proceeds from property and equipment sales and
incentives
5,096
Proceeds from property and equipment sales and
incentives
5,096
Principal repayments of finance leases (10,642)
Principal repayments of financing obligations (53)
Acquisitions, net of cash acquired, and other (2,325) Acquisitions, net of cash acquired, and other (2,325)
Sales and maturities of marketable securities 50,237
Purchases of marketable securities (72,479)
Intangible investment (44,393)
Net cash provided by (used in) in investing activities (59,611) Net cash provided by (used in) in investing activities (92,457)
Financing Activities Financing Activities
Proceeds from short-term debt, and other 6,796 Proceeds from short-term debt, and other 6,796
Repayments of short-term debt, and other (6,177) Repayments of short-term debt, and other (6,177)
Proceeds from long-term debt 10,525 Proceeds from long-term debt 10,525
Repayments of long-term debt (1,553) Repayments of long-term debt (1,553)
Principal repayments of finance leases (10,642)
Principal repayments of financing obligations (53)
Stock-based compensation 9,208
Net cash provided by (used in) financing activities (1,104) Net cash provided by (used in) financing activities 18,799
Foreign-currency effect on cash and cash equivalents 618
Foreign-currency effect on cash, cash equivalents,
restricted cash
1,721
Net increase (decrease) in cash and cash equivalents 5,967
Net increase (decrease) in cash, cash equivalents,
restricted cash, and marketable securities
29,312
Cash, cash equivalents, and restricted cash, beginning
of period
36,410
Cash, cash equivalents, restricted cash, and marketable
securities, beginning of period
55,339
Cash, cash equivalents, and restricted cash, end of
period
42,377
Cash, cash equivalents, restricted cash, and marketable
securities, end of period
84,651
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Exhibit 7 summarizes all of the recommended adjustments and offers a brief rationale for each.
Exhibit 7: Summary of Recommended Adjustments
Item from Cash Flow Statement
From
To
Rationale
Stock-based compensation
(SBC)
Cash flow from
operating activities
Cash flow from
financing activities
SBC is the sale of shares
to pay employees
Principal repayment of
financing obligations
Cash flow from
financing activities
Cash flow from
investing activities
Consolidate investments by
assuming buy and lease are
equivalent
Intangible investment
Cash flow from
operating activities
Cash flow from
investing activities
Discretionary investments
are capitalized instead of
expensed
Marketable securities
Cash flow from
investing activities
Cash, cash
equivalents, and
marketable
securities
When marketable
securities are deemed to
be the same as cash and
cash equivalents
Source: Counterpoint Global.
Conclusion
Understanding the magnitude and prospective return on investment is the principal task of a business analyst.
Financial statements are designed to contribute to this understanding. The investment analyst and academic
communities tend to focus on the income statement and balance sheet. The statement of cash flows, required
in the U.S. only since the late 1980s, documents the cash flows from operations, investing, and financing that
can provide insight into how a business works.
The challenge is that the accounting has not kept pace with the economics. As a result, we suggest three
adjustments within the statement of cash flows to better categorize activities. The first is stock-based
compensation. Accounting standards prescribe adding back this expense to cash flow from operating activities,
but it is better classified as equity financing and therefore should be in cash flow from financing activities.
A company making a physical investment commonly has a choice between purchasing or leasing the asset. It
is an investment in either case, but a purchase and a lease show up in different parts of the statement of cash
flows. We recommend reflecting all of these expenditures in cash flow from investing activities.
There has been a dramatic change in the nature of investment for companies, from tangible to intangible assets,
in recent decades. Accountants place tangible investments on the balance sheet, as they have done for
centuries. But investments in intangible assets are typically expensed on the income statement. This means that
earnings and investments are understated absent any adjustments.
The proper measurement of the magnitude and useful life of intangible assets is a fast-growing area of research.
Our estimates suggest that intangible investments by public companies in the U.S. are more than twice those of
tangible investments. The central issues are which items within selling, general, and administrative expenses
are reasonably considered discretionary investments, and the length of time over which those investments
should be amortized once capitalized on the balance sheet.
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A final potential adjustment is to consider marketable securities as part of cash and cash equivalents. This
affects cash flow from investing activities and means that the statement of cash flows is reconciling larger
beginning and ending sums.
We shared a case study of Amazon for 2020 in an effort to make the concepts more concrete. The adjustments
change the portrayal of the company’s finances, including a 53 percent boost in cash flow from operations and
a 92 percent increase in outflows associated with cash flow from investing activities. Excluding net purchases
of marketable securities, the adjusted cash flow from investing activities still shows a 55 percent gain relative to
the unadjusted one.
We believe these adjustments substantially improve the description of a business. But we would add that free
cash flow, defined properly, does not change at all. The main payoff from reclassifying items is a better
appreciation of the cash flows in and out of the company.
Please see Important Disclosures on pages 14-16
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Endnotes
1
“Statement of Financial Accounting Concepts No. 8: Conceptual Framework for Financial Reporting,” Financial
Accounting Standards Board, September 2010.
2
Income statements and balance sheets have been around for a long time (double-entry bookkeeping, a
powerful innovation, goes back to the 13
th
century). In 1863, Northern Central Railroad summarized its cash
transactions in an early version of a cash flow statement. In 1902, U.S. Steel provided a reconciliation of its
current assets minus accounts payable, a rough proxy for working capital. (See
https://digital.case.edu/islandora/object/ksl%3Auniann00.) In 1971, the Accounting Principles Board (APB)
issued Opinion 19, which required a funds statement. In 1987, the Financial Accounting Standards Board (FASB)
released Statement of Financial Accounting Standards No. 95 to supersede Opinion 19. It specified a cash flow
statement be included in financial reports. There are two noteworthy points about FAS No. 95. First, it
encouraged companies to use the “direct method,” which starts the section on cash flows from operations with
receivables from customers, relative to the “indirect method,” which starts the section with net income. Nearly
all companies use the indirect method today. Second, there was substantial dissension on the FASB board,
which is noted in the release. For a more complete discussion see, Geoffrey Poitras, “History of the Cash Flow
Statement” at www.sfu.ca/~poitras/cash-flow-stmt-history.pdf. For a broader discussion of the history of
accounting, see Gary John Previts and Barbara Dubis Merino, A History of Accountancy in the United States:
The Cultural Significance of Accounting (Columbus, OH: Ohio State University Pres, 1998).
3
Allen G. Arnold, R. Barry Ellis, V. Sivarama Krishnan, “Toward Effective Use of the Statement of Cash Flows,”
Journal of Business and Behavioral Sciences, Vol. 30, No. 2, Fall 2018, 46-62.
4
As we have discussed before, Wal-Mart Stores, Inc. had negative free cash flow each year from 1972-1986.
Its annual total shareholder return was 18 percentage points higher than that of the S&P 500 during that period.
5
For example, see the corporate performance statement in Alfred Rappaport, “The Economics of Short-Term
Performance Obsession,” Financial Analysts Journal, Vol. 61, No. 3, May/June 2005, 65-79.
6
Katharine Adame, Jennifer Koski, Katie Lem, and Sarah McVay, “Free Cash Flow Disclosure in Earnings
Announcements,” Working Paper, June 3, 2020. For example, see Paul Roche and Sid Tandon, “SaaS and the
Rule of 40: Keys to the Critical Value Creation Metric,” McKinsey & Company, August 3, 2021.
7
The standard definition of free cash flow in finance is net operating profit after taxes (NOPAT) minus investment
in future growth. NOPAT equals earnings before interest and taxes (EBIT) plus amortization of acquired
intangibles assets minus cash taxes. Cash taxes reflect the tax provision, deferred taxes, and the tax shield. As
such, NOPAT is the unlevered cash earnings of a company. Investment in future growth includes changes in
working capital, capital expenditures net of depreciation, and acquisitions net of divestitures. Two components
of investment are reflected in cash flow from operating activities: depreciation and amortization and changes in
working capital. In Amazon’s case, changes in working capital have historically been a source of cash because
the company receives cash from its customers sooner than it pays its suppliers. (To be more formal, the company
has a negative cash conversion cycle.) In effect, working capital has been a source of financing for the company.
This is not unique to Amazon but is an important consideration in assessing investment, profit, and financing.
8
Brian J. Hall, “Six Challenges in Designing Equity-Based Pay,” Journal of Applied Corporate Finance, Vol. 15,
No. 3, Spring 2003, 21-33.
9
Michael C. Jensen and Kevin J. Murphy, “CEO Incentives: It's Not How Much You Pay, But How,” Harvard
Business Review, Vol. 68, No. 3, May-June 1990, 138-153.
10
Alfred Rappaport, “New Thinking on How to Link Executive Pay with Performance,” Harvard Business Review,
Vol. 77, No. 2, March-April 1999, 91-101.
11
“Stock Options are Not a Free Lunch,” Forbes, May 18, 1998.
12
Judy A. Laux and Abdou N’Dir, “Employee Stock Options and Market Efficiency,” Journal of Applied Business
Research, Vol. 23, No. 2, Second Quarter 2007.
13
Partha Mohanram, Brian White, and Wuyang Zhao, “Stock-Based Compensation, Financial Analysts, and
Equity Overvaluation,” Review of Accounting Studies, Vol. 25, No. 3, September 2020, 1040-1077.
14
Qi Sun and Mindy Z. Xiaolan, Financing Intangible Capital,” Journal of Financial Economics, Vol. 133, No. 3,
September 2019, 564-588.
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13
15
Sanjeev Bhojraj, “Stock Compensation Expense, Cash Flows, and Inflated Valuations,” Review of Accounting
Studies, Vol. 25, No. 3, September 2020, 1078-1097.
16
Amazon.com, Form 8-K, February 2, 2021.
17
Building an unlevered DCF model requires an adjustment for operating lease expense. After the FASB
updated its standards for Lease (Topic 842) accounting, which most companies had to implement by early 2019,
companies capitalize operating leases but still expense lease costs. The result is a mismatch that needs to be
corrected.
Consistent with the discussion in the body, think of an airline buying a plane and financing it with debt. The
company records the plane as an asset and the debt as a liability. It would then subtract interest expense, a
financing cost, from operating income. Now consider a lease of the plane. Per the updated standard, the plane
would show up on the asset and liability sides of the balance sheet. But the airline records the lease cost as an
operating, rather than a financing, expense. This means that to calculate net operating profit after taxes (NOPAT)
correctly, you need to reclassify the embedded interest portion of the lease cost from the operating section of
the income statement to the financing section. This is only for U.S. GAAP, as the International Accounting
Standards Board (IASB) properly treats the depreciation and interest expense components of operating lease
payments. See Matthew A. Stallings, “The Potential Impact of Lease Accounting on Equity Valuation:
Implications of Cost of Capital and Free Cash Flow Estimates,” CPA Journal, Vol. 87, No. 11, November 2017,
52-56.
18
Baruch Lev and Feng Gu, The End of Accounting and the Path Forward for Investors and Managers (Hoboken,
NJ: John Wiley & Sons, 2016). For the case against capitalizing intangible investments, see Stephen Penman,
Accounting for Value (New York: Columbia Business School Publishing, 2011). Penman writes,
“This view [that accounting is remiss if it does not get the balance sheet right] is shared by those who maintain
that accounting fails by not putting intangible assets on the balance sheet. They ask: How can accountants leave
important assets off the balance sheet, assets such as a firm’s ‘knowledge capital,’ its ‘human capital,’ the
organizational capital’ in its customer and supply-chain relationships, and its R&D assets? Why in the
‘information age’ do we still have a balance sheet more suited for the ‘industrial age’ when value came primarily
from tangible assets rather than intangible assets? Let’s get value back on the balance sheet!
This is an alluring proposal. The fundamentalist, of course, shudders. He or she see the term ‘intangible asset,’
as an excuse for speculation, for putting water on the balance sheet. . . . Anyone drilled in the methods of
accounting for value sees the fallacy in the notion that the balance sheet is remiss if it does not indicate asset
values; there is also an income statement and accounting for value employs both the income statement and the
balance sheet. If value is missing from book value, it can be plugged with earnings from the income statement.”
(179-180).
19
For example, see Carol A. Corrado, Charles Hulten, and Daniel Sichel, “Measuring Capital and Technology:
An Expanded Framework,” in Carol A. Corrado, John Haltiwanger, and Daniel Sichel, eds. Measuring Capital in
the New Economy (Chicago: University of Chicago Press, 2005); Carol A. Corrado, Charles Hulten, and Daniel
Sichel, “Intangible Capital and U.S. Economic Growth,” Review of Income and Wealth, Vol. 55, No. 3, September
2009, 661-685; and Jonathan Haskel and Stian Westlake, Capitalism Without Capital: The Rise of the Intangible
Economy (Princeton, NJ: Princeton University Press, 2017).
20
Michael J. Mauboussin and Dan Callahan, “Market-Expected Return on Investment: Bridging Accounting and
Valuation,” Consilient Observer: Counterpoint Global Insights, April 14, 2021.
21
Aneel Iqbal, Shivaram Rajgopal, Anup Srivastava, and Rong Zhao, “Value of Internally Generated Intangible
Capital,” Working Paper, September 2021 and Luminita Enache and Anup Srivastava, “Should Intangible
Investments Be Reported Separately or Commingled with Operating Expenses? New Evidence,” Management
Science, Vol. 64, No. 7, July 2018, 3446-3468.
22
“Financial Accounting Standards No. 95: Statement of Cash Flows,” November 1987, item 17.
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